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Python: [BREAKING] Python: move Azure AI embeddings to Foundry (#5056)

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* renamed AzureAIINferenceEmbeddings and lazy load azure-cosmos and env var rename

* updated coverage

* fix readme
This commit is contained in:
Eduard van Valkenburg
2026-04-02 11:26:35 +00:00
committed by GitHub
parent 47d82911c0
commit 95fd5ec658
74 changed files with 403 additions and 978 deletions
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python/packages/openai/README.md
+15 -8
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@@ -36,16 +36,20 @@ These variables are used when the client is configured for OpenAI:
| `OPENAI_ORG_ID` | OpenAI organization ID |
| `OPENAI_BASE_URL` | Custom OpenAI-compatible base URL |
| `OPENAI_MODEL` | Generic fallback model |
| `OPENAI_RESPONSES_MODEL` | Preferred model for `OpenAIChatClient` |
| `OPENAI_CHAT_MODEL` | Preferred model for `OpenAIChatCompletionClient` |
| `OPENAI_CHAT_MODEL` | Preferred model for `OpenAIChatClient` |
| `OPENAI_CHAT_COMPLETION_MODEL` | Preferred model for `OpenAIChatCompletionClient` |
| `OPENAI_EMBEDDING_MODEL` | Preferred model for `OpenAIEmbeddingClient` |
Model lookup order:
- `OpenAIChatClient`: `OPENAI_RESPONSES_MODEL` -> `OPENAI_MODEL`
- `OpenAIChatCompletionClient`: `OPENAI_CHAT_MODEL` -> `OPENAI_MODEL`
- `OpenAIChatClient`: `OPENAI_CHAT_MODEL` -> `OPENAI_MODEL`
- `OpenAIChatCompletionClient`: `OPENAI_CHAT_COMPLETION_MODEL` -> `OPENAI_MODEL`
- `OpenAIEmbeddingClient`: `OPENAI_EMBEDDING_MODEL` -> `OPENAI_MODEL`
These model variables are only consulted when you do not pass `model=` directly. In other words,
`OpenAIChatClient(model="...")` ignores `OPENAI_CHAT_MODEL`, and
`OpenAIChatCompletionClient(model="...")` ignores `OPENAI_CHAT_COMPLETION_MODEL`.
### Azure OpenAI
These variables are used when the client is configured for Azure OpenAI:
@@ -57,16 +61,19 @@ These variables are used when the client is configured for Azure OpenAI:
| `AZURE_OPENAI_API_KEY` | Azure OpenAI API key |
| `AZURE_OPENAI_API_VERSION` | Azure OpenAI API version |
| `AZURE_OPENAI_MODEL` | Generic fallback deployment |
| `AZURE_OPENAI_RESPONSES_MODEL` | Preferred deployment for `OpenAIChatClient` |
| `AZURE_OPENAI_CHAT_MODEL` | Preferred deployment for `OpenAIChatCompletionClient` |
| `AZURE_OPENAI_CHAT_MODEL` | Preferred deployment for `OpenAIChatClient` |
| `AZURE_OPENAI_CHAT_COMPLETION_MODEL` | Preferred deployment for `OpenAIChatCompletionClient` |
| `AZURE_OPENAI_EMBEDDING_MODEL` | Preferred deployment for `OpenAIEmbeddingClient` |
Deployment lookup order:
- `OpenAIChatClient`: `AZURE_OPENAI_RESPONSES_MODEL` -> `AZURE_OPENAI_MODEL`
- `OpenAIChatCompletionClient`: `AZURE_OPENAI_CHAT_MODEL` -> `AZURE_OPENAI_MODEL`
- `OpenAIChatClient`: `AZURE_OPENAI_CHAT_MODEL` -> `AZURE_OPENAI_MODEL`
- `OpenAIChatCompletionClient`: `AZURE_OPENAI_CHAT_COMPLETION_MODEL` -> `AZURE_OPENAI_MODEL`
- `OpenAIEmbeddingClient`: `AZURE_OPENAI_EMBEDDING_MODEL` -> `AZURE_OPENAI_MODEL`
For Azure routing, the same rule applies: the client-specific deployment variable is checked first,
then the generic `AZURE_OPENAI_MODEL` fallback. Passing `model=` overrides both environment variables.
When both OpenAI and Azure environment variables are present, the generic clients prefer OpenAI
when `OPENAI_API_KEY` is configured. To use Azure explicitly, pass `azure_endpoint` or
`credential`.